Per-Agent Cost Tracking: Why Your LLM Analytics Are Probably Wrong

Originally published at awx-shredder.fly.dev/blog Per-Agent Cost Tracking: Why Your LLM Analytics Are Probably Wrong Your CFO asks why the OpenAI bill jumped 340% last month. You open your dashboard and see... one giant line item. Maybe you've got it broken down by API key, but three teams share the same key. You know the costs are coming from your agent fleet, but which agents? Which conversations? Which models are burning through your budget at 3 AM? This isn't a hypothetical. I've watched tea